One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,5,4)(3,7,8,6)(9,10)(11,13)(12,14)(15,16)(17,18,22,25)(19,23,27,20)(21,24,31,32)(26,29,30,28)(1,3,5,8)(2,6,4,7)(9,10)(11,15)(12,14)(13,16)(17,19,22,27)(18,23,25,20)(21,26,31,30)(24,29,32,28)(1,2,5,4)(3,6,8,7)(9,11)(10,13)(12,16)(14,15)(17,20,19,25,22,23,27,18)(21,29,26,24,31,28,30,32)(1,2,5,4)(3,7,8,6)(11,16)(13,15)(17,21)(18,24)(19,26)(20,28)(22,31)(23,29)(25,32)(27,30)(1,4,5,2)(3,7,8,6)(10,14)(13,15)(17,19,22,27)(18,20,25,23)(21,30,31,26)(24,29,32,28)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.